Papers by Junho Yoo
RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education (2024.lrec-main)
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| Challenge: | generative AI is expanding in education, yet empirical analyses of large-scale and real-world interactions between students and AI systems remain limited. |
| Approach: | They present a dataset based on a semester-long experiment with 212 college students in English as Foreign Language (EFL) writing courses. |
| Outcome: | The proposed dataset includes conversation logs, students’ intent, students' self-rated satisfaction, and students’ essay edit histories. |
Fair or Framed? Political Bias in News Articles Generated by LLMs (2025.emnlp-main)
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| Challenge: | Recent Large Language Models (LLMs) have garnered significant attention for applications like news generation and opinion analysis. |
| Approach: | They analyze 10,850 articles and analyze their publicViews dataset to find left-leaning bias persists in generation tasks. |
| Outcome: | The proposed model size and the PublicViews dataset show that left-leaning bias persists in generation tasks and neutral content remains rare even under balanced opinion settings. |